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From Figure 2, 3 distinct clusters representing cracked spores, uncracked spore and concentrate of Ganoderma lucidum were obtained, each achieving 100% classification objective.
In other words, in this framework both the classification objective and the feature transformation are updated together based on the prediction results of the previous training instance in relation to its truth label.
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This paper presents a comprehensive review of the definitions, classifications, objectives, constraints, network topology decision variables, and solution methods of the Urban Transportation Network Design Problem (UTNDP), which includes both the Road Network Design Problem (RNDP) and the Public Transit Network Design Problem PTNDPPublic Transit Network Design Problem PTNDP
Neuroimaging techniques like structural and functional magnetic resonance imaging (MRI) have enabled identification of neuromarkers that bring psychiatry from subjective descriptive classification into objective and tangible brain-based measures6,7.
Parallel application of variables derived from unsupervised LDA/PCA provided useful (feed-forward) information to achieve 100% classification integrity objective in ANN.
The comprehensiveness of the ESHRE/ESGE classification adds objective scientific validity to its use.
This classification is objective, reproducible and can be easily applied in epidemiological studies, allowing comparison with future studies.
On basis of the BI-RADS classification an objective comparability and statement of diagnosis could be made highly significant.
The major finding of our study results which compared MRM findings with histology, is that on the basis of the BI-RADS classification an objective comparability and statement of diagnosis could be made highly significant.
In the training stage, an initial neural network, which has the similar architecture with GoogLeNet CNN model, is firstly pre-trained by optimizing classification-based objective functions on the publicly available CASIA WebFace database.
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CEO of Professional Science Editing for Scientists @ prosciediting.com